{"id":"https://openalex.org/W4384947592","doi":"https://doi.org/10.1109/iscas46773.2023.10182064","title":"Towards Accelerating Assertion Coverage Using Surrogate Logic Models","display_name":"Towards Accelerating Assertion Coverage Using Surrogate Logic Models","publication_year":2023,"publication_date":"2023-05-21","ids":{"openalex":"https://openalex.org/W4384947592","doi":"https://doi.org/10.1109/iscas46773.2023.10182064"},"language":"en","primary_location":{"id":"doi:10.1109/iscas46773.2023.10182064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas46773.2023.10182064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101612110","display_name":"Tun Li","orcid":"https://orcid.org/0000-0001-7498-3909"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tun Li","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041624364","display_name":"Mingchuan Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingchuan Shi","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017322991","display_name":"Hongji Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongji Zou","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006218851","display_name":"Wanxia Qu","orcid":"https://orcid.org/0000-0002-3224-8233"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanxia Qu","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology,Changsha,Hunan,China,410073","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0910196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/assertion","display_name":"Assertion","score":0.9372222423553467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.813722550868988},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5253704786300659},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5013513565063477},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46648529171943665},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.41870203614234924},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3885512053966522},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32808631658554077},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27868276834487915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23762154579162598}],"concepts":[{"id":"https://openalex.org/C40422974","wikidata":"https://www.wikidata.org/wiki/Q741248","display_name":"Assertion","level":2,"score":0.9372222423553467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.813722550868988},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5253704786300659},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5013513565063477},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46648529171943665},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.41870203614234924},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3885512053966522},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32808631658554077},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27868276834487915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23762154579162598},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas46773.2023.10182064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas46773.2023.10182064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5075807795","display_name":null,"funder_award_id":"U19A2062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1602474091","https://openalex.org/W1971159340","https://openalex.org/W2008836184","https://openalex.org/W2041212599","https://openalex.org/W2063008354","https://openalex.org/W2096805648","https://openalex.org/W2105279414","https://openalex.org/W2148570236","https://openalex.org/W2989503715","https://openalex.org/W3123479826","https://openalex.org/W3142765463","https://openalex.org/W3148472830","https://openalex.org/W3149485484","https://openalex.org/W4236640323","https://openalex.org/W4248250277","https://openalex.org/W4280619898","https://openalex.org/W4300994193","https://openalex.org/W6664338634","https://openalex.org/W6682012636","https://openalex.org/W6682900232"],"related_works":["https://openalex.org/W1498103021","https://openalex.org/W2035655557","https://openalex.org/W4230849338","https://openalex.org/W4295166216","https://openalex.org/W2177044681","https://openalex.org/W1968067090","https://openalex.org/W2090313512","https://openalex.org/W2345942070","https://openalex.org/W2141398161","https://openalex.org/W2016410697"],"abstract_inverted_index":{"Dynamic":[0],"verification":[1,13,25],"method":[2,60,134],"is":[3,44,73,89,143,154],"still":[4,45],"the":[5,105,121,132,152],"most":[6],"easily":[7],"accessible":[8],"and":[9,84,117,151],"thus":[10],"heavily":[11],"used":[12,22,74],"approach":[14],"for":[15,26,48,108],"System-on-Chip":[16],"(SoC)":[17],"designs.":[18],"Assertions":[19],"are":[20],"widely":[21],"in":[23,139,160],"dynamic":[24,49],"functional":[27],"coverage":[28,64,110,138],"analysis.":[29],"At":[30],"present,":[31],"how":[32],"to":[33,36,61,75,112],"generate":[34],"tests":[35],"effectively":[37],"cover":[38],"assertions":[39,137],"defined":[40],"over":[41],"internal":[42,82],"signals":[43],"a":[46,56,113,161],"challenge":[47],"verification.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,103],"propose":[55],"novel":[57],"test":[58,106],"generation":[59,107],"accelerate":[62,136],"assertion":[63,109,146,157],"using":[65,95],"surrogate":[66,70,100],"logic":[67,71,101],"model.":[68],"A":[69],"model":[72],"represent":[76],"an":[77,81,145,156],"approximate":[78],"relationship":[79],"between":[80],"signal":[83],"related":[85],"input":[86],"signals,":[87],"which":[88],"derived":[90],"from":[91],"simulation":[92],"results":[93,126],"by":[94,120],"machine":[96],"learning":[97],"technology.":[98],"With":[99],"model,":[102],"transfer":[104],"problem":[111,116],"random":[114],"sampling":[115,123],"solve":[118],"it":[119],"state-of-the-art":[122],"techniques.":[124],"Experimental":[125],"on":[127],"diverse":[128],"benchmarks":[129],"demonstrate":[130],"that":[131],"proposed":[133],"could":[135],"two":[140],"aspects,":[141],"one":[142],"covering":[144,155],"as":[147,149],"quick":[148],"possible":[150],"other":[153],"more":[158],"times":[159],"given":[162],"period.":[163]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
